Substrata Labs is an independent systems and deep-tech research laboratory. We design, build, and deploy foundational developer tooling, on-device cognitive copilots, and autonomous software manufacturing harnesses.
Investigating non-coercive conversational loops, multi-turn active recall mechanics, and high-entropy knowledge graph synthesis to maximize human comprehension.
Benchmarking quantized on-device architectures (Metal/Apple Silicon, WebGPU, NPU) for zero-network latency, air-gapped clinical and executive workflows.
Building deterministically sandboxed tool harnesses, self-healing regression loops, and unified DNS/hosting deployment orchestrators for reliable agentic operations.
Incorporated under Companies Act, 2013 • Deep-Tech R&D (NIC 72100)